Ask HN: Recommendations for a book about algorithms and data structures?

20 pointsby eecksvor 11 Jahren18 comments

Is there any book that acts as a reference book for algorithms and/or data structures that have the following:

* Explanation

* Code examples

* History (when/who first used it)

* Application examples

18 comments

bordercasesvor 11 Jahren

Look up "Introduction to Algorithms: A Creative Approach" by Manber and "Algorithm Design Manual" by Skiena.

The former has the best exercises (borderline mathematical), but is lightest on implementation. The latter has the best introductory pedagogy and has implementation code, but is not what I would use if I want to grok algorithms deeply.

People keep recommending Cormen. He's the book you get AFTER you understand algorithms. Cormen reads more like a reference manual. Cormen can substitute in for Skiena in a pinch. Skiena sounds like the one you want most of all though.

tk120404vor 11 Jahren

http://visualgo.net/

atmosxvor 11 Jahren

Hm, is history important? There's wikipedia if you're interested in the 'history' of a specific algorithm. For the rest, most books I've seen have pseudo-code, which is easy to translate to code.

The classic textbooks are:

  * "Algorithms" by Robert Sedgewick et al.
  * "Introduction to Algorithms" by Cormen et al.

If you're extremely serious about algorithms, you might wanna go directly with the bible: TAOCP[1].

[1] http://www-cs-faculty.stanford.edu/~uno/taocp.html

eecksvor 11 Jahren

I would love to go with The Art of Computer Programming.. but I am already confused reading that page. Is this:

http://www.amazon.co.uk/Art-Computer-Programming-Fundamental...

part 1 or is this:

http://www.amazon.co.uk/Computer-Programming-Fascicle-MMIX-M...

dwarmanvor 11 Jahren

You'll be wanting the first one, volume 1, and also Volume 2 for data structures. These are classics, still relevant, and will give you a good grounding to pursue the more recent offerings suggested by other answerers here.

Fascicles is a new effort by Knuth and is more hardware oriented.

oddbearvor 11 Jahren

I like Grokking Algorithms (pdf only, book done in december). It's quite easy to understand and start with, compared to other algorithms books I have seen.

suryonvor 11 Jahren

+1 for mentioning entry level book. Can anyone comment about quality?

cristalolegvor 11 Jahren

Algorithms [Dasgupta, Papadimitriou, Vazirani] (2008)

Algorithm Design [Kleinberg, Tardos] (2005)

adityavor 11 Jahren

CLR is probably the easiest to get started with: http://www.amazon.com/Introduction-Algorithms-Edition-Thomas...

caiocvor 11 Jahren

Very specific to OOP : "Design Patterns: Elements of Reusable Object-Oriented Software" by Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides

mherrmannvor 11 Jahren

Great book, but as you said very OOP specific. It has no contents on big-O complexity and very little on algorithms.

brudgersvor 11 Jahren

The Art of Computer Programming

It also contains instructive exercises and answers.

DanBCvor 11 Jahren

How to Solve it by Computer was popular (probably still is in some places) but uses Pascal.

https://en.wikipedia.org/wiki/How_to_Solve_it_by_Computer

ystadvor 11 Jahren

The Algorithm Design Manual by Stephen Skiena

http://www.algorist.com/

charlieegan3vor 11 Jahren

This was one of our course textbooks - it's got good exercises and most of the answers are available online.

eecksvor 11 Jahren

Cool, I got the pdf version. Is this legit available for free? I just found it as the first link on Google

mherrmannvor 11 Jahren

I second that. It's what Google recommend (among other things) to prepare for an interview.

dyoo1979vor 11 Jahren

Hyperlink to the recommendation: https://www.google.com/about/careers/students/guide-to-techn...

It's under the "Develop a strong understanding of algorithms and data structures" part.